With the rapid development and popularization of Photoshop, ACDSee and other digital processing and editing software, the non-professionals can easily modify the image to achieve the purpose of beautification, spoof or malicious tampering. Digital tampering usually has ulterior motives, which would bring crisis of confidence to the credibility of media image, the authenticity of judicial evidence and the reliability of military intelligence. The Copy-move forgery is one of the most common and immediate tampering attacks, and is one type of image forgery where one region of an image is copied to another region in an attempt to cover some potentially important features. In this paper, an efficient algorithm is presented for image copy-move forgery detection and localization based on DWT and SVD. Experiment results demonstrate that our proposed algorithm can effectively detect multiple copy-move forgery and precisely locate the duplicated regions, even when an image was distorted by Gaussian blurring, JPEG compression and their mixed operations.
목차
Abstract 1. Introduction 2 .The basic theory 2.1. Singular value decomposition 2.2 Discrete Wavelet Transform 2.3 The method of expanding block 2.4 The operation of reducing the dimensionality 3. The proposed algorithm 4. Experiment results and analysis 4.1 evaluation criteria 4.2 The Visual results 4.3 Comparison with other algorithms 5. Conclusions References
키워드
Digital image forgerycopy-move forgerySVDDWT
저자
Feng Liu [ College of Information Engineering, Zhejiang University of Technology, Hangzhou, 310014, China, Ningbo Institute of Technology, Zhejiang University, Ningbo, 315100, China ]
Hao Feng [ College of Information Engineering, Zhejiang University of Technology, Hangzhou, 310014, China ]
보안공학연구지원센터(IJSIA) [Science & Engineering Research Support Center, Republic of Korea(IJSIA)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Security and Its Applications
간기
격월간
pISSN
1738-9976
수록기간
2008~2016
등재여부
SCOPUS
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Security and Its Applications Vol.8 No.5